Investigating Defects in Quantum Circuit Compilation
A preliminary exploration into the structural flaws of compiled quantum circuits, introducing the PaSCQ routing methodology against established frameworks.
~ 2026 ~
On the Stability of Generative Adversarial Networks
Analyzing the Nash Equilibrium dynamics within GANs and proposing an interpretability framework for autonomous system planning.
~ 2025 ~
Fundamentals of Graph Neural Networks
Notes on the convergence of discrete mathematics (paths, cycles, directed graphs) and modern neural architectures.